DocumentCode
1115469
Title
A Binary Feature Extraction Technique
Author
Grewal, Kalwant S. ; Patterson, John D.
Author_Institution
Department of Electrical Engineering, University of Texas
Issue
5
fYear
1974
fDate
5/1/1974 12:00:00 AM
Firstpage
545
Lastpage
549
Abstract
Numerous schemes are available for feature selection in a pattern recognition problem, but the feature extraction process is largely intuitive. A sequential feature extraction scheme is proposed for binary features. A decision function, which is linear and near optimal, is developed concurrently with each feature. Performance bounds are developed for several design strategies. Experimental results are given to illustrate the use of the scheme and the effectiveness of the performance bounds.
Keywords
Binary features, character recognition, feature extractions, linear decision.; Bismuth; Character recognition; Data mining; Error correction; Feature extraction; Pattern recognition; Training data; Binary features, character recognition, feature extractions, linear decision.;
fLanguage
English
Journal_Title
Computers, IEEE Transactions on
Publisher
ieee
ISSN
0018-9340
Type
jour
DOI
10.1109/T-C.1974.223979
Filename
1672572
Link To Document